Dataset statistics
| Number of variables | 25 |
|---|---|
| Number of observations | 1128 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 261.4 KiB |
| Average record size in memory | 237.3 B |
Variable types
| Numeric | 23 |
|---|---|
| Categorical | 2 |
precinct has a high cardinality: 1127 distinct values | High cardinality |
votes_for_candidate_I is highly overall correlated with votes_for_candidate_U and 7 other fields | High correlation |
votes_for_candidate_U is highly overall correlated with votes_for_candidate_I and 10 other fields | High correlation |
population is highly overall correlated with votes_for_candidate_I and 7 other fields | High correlation |
votes_for_president is highly overall correlated with votes_for_candidate_I and 8 other fields | High correlation |
registered_voters is highly overall correlated with votes_for_candidate_I and 7 other fields | High correlation |
all_ballot_measure_votes is highly overall correlated with votes_for_candidate_I and 8 other fields | High correlation |
total_ballots is highly overall correlated with votes_for_candidate_I and 8 other fields | High correlation |
votes_against_ballot_measure is highly overall correlated with votes_for_candidate_I and 8 other fields | High correlation |
votes_for_ballot_measure is highly overall correlated with votes_for_candidate_I and 7 other fields | High correlation |
probability_race_G is highly overall correlated with probability_race_O and 9 other fields | High correlation |
probability_race_P is highly overall correlated with age | High correlation |
probability_race_O is highly overall correlated with probability_race_G and 4 other fields | High correlation |
age is highly overall correlated with probability_race_G and 9 other fields | High correlation |
partisan_score is highly overall correlated with votes_for_candidate_U and 8 other fields | High correlation |
turnout_score is highly overall correlated with probability_race_G and 8 other fields | High correlation |
probability_highest_education_high_school is highly overall correlated with probability_race_G and 2 other fields | High correlation |
support_tax_on_wealthy_score is highly overall correlated with votes_for_candidate_U and 9 other fields | High correlation |
support_progressive_taxation_score is highly overall correlated with probability_race_G and 6 other fields | High correlation |
support_cannabis_legalization_score is highly overall correlated with probability_race_G and 6 other fields | High correlation |
probability_income_over_100k is highly overall correlated with votes_for_candidate_U and 8 other fields | High correlation |
probability_children_in_household is highly overall correlated with age | High correlation |
support_trump_score is highly overall correlated with probability_race_G and 5 other fields | High correlation |
precinct is uniformly distributed | Uniform |
Reproduction
| Analysis started | 2023-02-01 05:29:31.940767 |
|---|---|
| Analysis finished | 2023-02-01 05:30:28.086386 |
| Duration | 56.15 seconds |
| Software version | pandas-profiling vv3.6.3 |
| Download configuration | config.json |
votes_for_candidate_I
Real number (ℝ)
| Distinct | 903 |
|---|---|
| Distinct (%) | 80.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1125.1817 |
| Minimum | 0 |
|---|---|
| Maximum | 5263 |
| Zeros | 1 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 17.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 86.35 |
| Q1 | 524.25 |
| median | 1003 |
| Q3 | 1606.25 |
| 95-th percentile | 2483.4 |
| Maximum | 5263 |
| Range | 5263 |
| Interquartile range (IQR) | 1082 |
Descriptive statistics
| Standard deviation | 786.64627 |
|---|---|
| Coefficient of variation (CV) | 0.69912819 |
| Kurtosis | 1.6787949 |
| Mean | 1125.1817 |
| Median Absolute Deviation (MAD) | 528 |
| Skewness | 0.98864403 |
| Sum | 1269205 |
| Variance | 618812.35 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 13 | 4 | 0.4% |
| 1620 | 4 | 0.4% |
| 811 | 4 | 0.4% |
| 1286 | 3 | 0.3% |
| 1096 | 3 | 0.3% |
| 698 | 3 | 0.3% |
| 900 | 3 | 0.3% |
| 1128 | 3 | 0.3% |
| 1080 | 3 | 0.3% |
| 930 | 3 | 0.3% |
| Other values (893) | 1095 |
| Value | Count | Frequency (%) |
| 0 | 1 | 0.1% |
| 1 | 1 | 0.1% |
| 2 | 1 | 0.1% |
| 3 | 1 | 0.1% |
| 4 | 1 | 0.1% |
| 10 | 1 | 0.1% |
| 12 | 2 | |
| 13 | 4 | |
| 14 | 2 | |
| 15 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 5263 | 1 | |
| 5153 | 1 | |
| 5059 | 1 | |
| 3977 | 1 | |
| 3889 | 1 | |
| 3776 | 1 | |
| 3733 | 1 | |
| 3632 | 1 | |
| 3572 | 1 | |
| 3498 | 1 |
votes_for_candidate_U
Real number (ℝ)
| Distinct | 910 |
|---|---|
| Distinct (%) | 80.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1112.1986 |
| Minimum | 0 |
|---|---|
| Maximum | 18024 |
| Zeros | 1 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 17.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 68.35 |
| Q1 | 411.75 |
| median | 847.5 |
| Q3 | 1455.25 |
| 95-th percentile | 3203.75 |
| Maximum | 18024 |
| Range | 18024 |
| Interquartile range (IQR) | 1043.5 |
Descriptive statistics
| Standard deviation | 1182.7724 |
|---|---|
| Coefficient of variation (CV) | 1.0634543 |
| Kurtosis | 48.17847 |
| Mean | 1112.1986 |
| Median Absolute Deviation (MAD) | 491 |
| Skewness | 4.785543 |
| Sum | 1254560 |
| Variance | 1398950.5 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 148 | 4 | 0.4% |
| 174 | 4 | 0.4% |
| 762 | 4 | 0.4% |
| 1033 | 4 | 0.4% |
| 931 | 4 | 0.4% |
| 699 | 4 | 0.4% |
| 5 | 4 | 0.4% |
| 211 | 3 | 0.3% |
| 856 | 3 | 0.3% |
| 377 | 3 | 0.3% |
| Other values (900) | 1091 |
| Value | Count | Frequency (%) |
| 0 | 1 | 0.1% |
| 2 | 2 | |
| 5 | 4 | |
| 7 | 2 | |
| 8 | 1 | 0.1% |
| 10 | 1 | 0.1% |
| 11 | 1 | 0.1% |
| 12 | 1 | 0.1% |
| 14 | 1 | 0.1% |
| 16 | 3 |
| Value | Count | Frequency (%) |
| 18024 | 1 | |
| 12804 | 1 | |
| 8479 | 1 | |
| 6458 | 1 | |
| 6424 | 1 | |
| 6217 | 1 | |
| 5988 | 1 | |
| 5872 | 1 | |
| 5725 | 1 | |
| 5512 | 1 |
county
Categorical
| Distinct | 15 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 17.6 KiB |
| county__1 | |
|---|---|
| county__3 | |
| county__11 | |
| county__6 | |
| county__2 | 36 |
| Other values (10) |
Length
| Max length | 10 |
|---|---|
| Median length | 9 |
| Mean length | 9.1578014 |
| Min length | 9 |
Characters and Unicode
| Total characters | 10330 |
|---|---|
| Distinct characters | 17 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | county__2 |
|---|---|
| 2nd row | county__1 |
| 3rd row | county__1 |
| 4th row | county__3 |
| 5th row | county__1 |
Common Values
| Value | Count | Frequency (%) |
| county__1 | 563 | |
| county__3 | 193 | 17.1% |
| county__11 | 73 | 6.5% |
| county__6 | 58 | 5.1% |
| county__2 | 36 | 3.2% |
| county__4 | 35 | 3.1% |
| county__5 | 35 | 3.1% |
| county__10 | 30 | 2.7% |
| county__12 | 30 | 2.7% |
| county__13 | 20 | 1.8% |
| Other values (5) | 55 | 4.9% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| county__1 | 563 | |
| county__3 | 193 | 17.1% |
| county__11 | 73 | 6.5% |
| county__6 | 58 | 5.1% |
| county__2 | 36 | 3.2% |
| county__4 | 35 | 3.1% |
| county__5 | 35 | 3.1% |
| county__10 | 30 | 2.7% |
| county__12 | 30 | 2.7% |
| county__13 | 20 | 1.8% |
| Other values (5) | 55 | 4.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| _ | 2256 | |
| c | 1128 | |
| o | 1128 | |
| u | 1128 | |
| n | 1128 | |
| t | 1128 | |
| y | 1128 | |
| 1 | 814 | 7.9% |
| 3 | 213 | 2.1% |
| 2 | 66 | 0.6% |
| Other values (7) | 213 | 2.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 6768 | |
| Connector Punctuation | 2256 | 21.8% |
| Decimal Number | 1306 | 12.6% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 814 | |
| 3 | 213 | 16.3% |
| 2 | 66 | 5.1% |
| 6 | 58 | 4.4% |
| 5 | 51 | 3.9% |
| 4 | 44 | 3.4% |
| 0 | 30 | 2.3% |
| 8 | 12 | 0.9% |
| 9 | 12 | 0.9% |
| 7 | 6 | 0.5% |
Lowercase Letter
| Value | Count | Frequency (%) |
| c | 1128 | |
| o | 1128 | |
| u | 1128 | |
| n | 1128 | |
| t | 1128 | |
| y | 1128 |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 2256 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 6768 | |
| Common | 3562 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| _ | 2256 | |
| 1 | 814 | 22.9% |
| 3 | 213 | 6.0% |
| 2 | 66 | 1.9% |
| 6 | 58 | 1.6% |
| 5 | 51 | 1.4% |
| 4 | 44 | 1.2% |
| 0 | 30 | 0.8% |
| 8 | 12 | 0.3% |
| 9 | 12 | 0.3% |
Latin
| Value | Count | Frequency (%) |
| c | 1128 | |
| o | 1128 | |
| u | 1128 | |
| n | 1128 | |
| t | 1128 | |
| y | 1128 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 10330 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| _ | 2256 | |
| c | 1128 | |
| o | 1128 | |
| u | 1128 | |
| n | 1128 | |
| t | 1128 | |
| y | 1128 | |
| 1 | 814 | 7.9% |
| 3 | 213 | 2.1% |
| 2 | 66 | 0.6% |
| Other values (7) | 213 | 2.1% |
precinct
Categorical
HIGH CARDINALITY UNIFORM
| Distinct | 1127 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 17.6 KiB |
| precinct__128 | 2 |
|---|---|
| precinct__1004 | 1 |
| precinct__1015 | 1 |
| precinct__1014 | 1 |
| precinct__1011 | 1 |
| Other values (1122) |
Length
| Max length | 14 |
|---|---|
| Median length | 13 |
| Mean length | 13.265957 |
| Min length | 11 |
Characters and Unicode
| Total characters | 14964 |
|---|---|
| Distinct characters | 18 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1126 ? |
|---|---|
| Unique (%) | 99.8% |
Sample
| 1st row | precinct__3 |
|---|---|
| 2nd row | precinct__4 |
| 3rd row | precinct__5 |
| 4th row | precinct__7 |
| 5th row | precinct__8 |
Common Values
| Value | Count | Frequency (%) |
| precinct__128 | 2 | 0.2% |
| precinct__1004 | 1 | 0.1% |
| precinct__1015 | 1 | 0.1% |
| precinct__1014 | 1 | 0.1% |
| precinct__1011 | 1 | 0.1% |
| precinct__1010 | 1 | 0.1% |
| precinct__1007 | 1 | 0.1% |
| precinct__1006 | 1 | 0.1% |
| precinct__3 | 1 | 0.1% |
| precinct__1017 | 1 | 0.1% |
| Other values (1117) | 1117 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| precinct__128 | 2 | 0.2% |
| precinct__18 | 1 | 0.1% |
| precinct__8 | 1 | 0.1% |
| precinct__9 | 1 | 0.1% |
| precinct__11 | 1 | 0.1% |
| precinct__13 | 1 | 0.1% |
| precinct__50 | 1 | 0.1% |
| precinct__15 | 1 | 0.1% |
| precinct__19 | 1 | 0.1% |
| precinct__5 | 1 | 0.1% |
| Other values (1117) | 1117 |
Most occurring characters
| Value | Count | Frequency (%) |
| c | 2256 | |
| _ | 2256 | |
| p | 1128 | |
| r | 1128 | |
| e | 1128 | |
| i | 1128 | |
| n | 1128 | |
| t | 1128 | |
| 1 | 765 | 5.1% |
| 2 | 387 | 2.6% |
| Other values (8) | 2532 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 9024 | |
| Decimal Number | 3684 | |
| Connector Punctuation | 2256 | 15.1% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 765 | |
| 2 | 387 | |
| 3 | 376 | |
| 4 | 368 | |
| 7 | 308 | |
| 0 | 302 | 8.2% |
| 8 | 301 | 8.2% |
| 6 | 299 | 8.1% |
| 5 | 290 | 7.9% |
| 9 | 288 | 7.8% |
Lowercase Letter
| Value | Count | Frequency (%) |
| c | 2256 | |
| p | 1128 | |
| r | 1128 | |
| e | 1128 | |
| i | 1128 | |
| n | 1128 | |
| t | 1128 |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 2256 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 9024 | |
| Common | 5940 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| _ | 2256 | |
| 1 | 765 | 12.9% |
| 2 | 387 | 6.5% |
| 3 | 376 | 6.3% |
| 4 | 368 | 6.2% |
| 7 | 308 | 5.2% |
| 0 | 302 | 5.1% |
| 8 | 301 | 5.1% |
| 6 | 299 | 5.0% |
| 5 | 290 | 4.9% |
Latin
| Value | Count | Frequency (%) |
| c | 2256 | |
| p | 1128 | |
| r | 1128 | |
| e | 1128 | |
| i | 1128 | |
| n | 1128 | |
| t | 1128 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 14964 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| c | 2256 | |
| _ | 2256 | |
| p | 1128 | |
| r | 1128 | |
| e | 1128 | |
| i | 1128 | |
| n | 1128 | |
| t | 1128 | |
| 1 | 765 | 5.1% |
| 2 | 387 | 2.6% |
| Other values (8) | 2532 |
population
Real number (ℝ)
| Distinct | 1036 |
|---|---|
| Distinct (%) | 91.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3193.1285 |
| Minimum | 7 |
|---|---|
| Maximum | 32575 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 17.6 KiB |
Quantile statistics
| Minimum | 7 |
|---|---|
| 5-th percentile | 334.3 |
| Q1 | 1679.5 |
| median | 2823.5 |
| Q3 | 4202.25 |
| 95-th percentile | 7211.1 |
| Maximum | 32575 |
| Range | 32568 |
| Interquartile range (IQR) | 2522.75 |
Descriptive statistics
| Standard deviation | 2440.0146 |
|---|---|
| Coefficient of variation (CV) | 0.76414543 |
| Kurtosis | 32.867544 |
| Mean | 3193.1285 |
| Median Absolute Deviation (MAD) | 1241.5 |
| Skewness | 3.5672661 |
| Sum | 3601849 |
| Variance | 5953671.2 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1746 | 4 | 0.4% |
| 4014 | 3 | 0.3% |
| 2052 | 3 | 0.3% |
| 2826 | 3 | 0.3% |
| 2103 | 3 | 0.3% |
| 4607 | 3 | 0.3% |
| 2109 | 2 | 0.2% |
| 3291 | 2 | 0.2% |
| 188 | 2 | 0.2% |
| 542 | 2 | 0.2% |
| Other values (1026) | 1101 |
| Value | Count | Frequency (%) |
| 7 | 1 | |
| 9 | 1 | |
| 18 | 1 | |
| 25 | 1 | |
| 33 | 1 | |
| 36 | 1 | |
| 44 | 1 | |
| 53 | 1 | |
| 55 | 1 | |
| 66 | 2 |
| Value | Count | Frequency (%) |
| 32575 | 1 | |
| 30354 | 1 | |
| 17369 | 1 | |
| 12812 | 1 | |
| 12439 | 1 | |
| 12044 | 1 | |
| 11528 | 1 | |
| 10867 | 1 | |
| 10429 | 1 | |
| 10373 | 1 |
votes_for_president
Real number (ℝ)
| Distinct | 1007 |
|---|---|
| Distinct (%) | 89.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2272.0621 |
| Minimum | 5 |
|---|---|
| Maximum | 23433 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 17.6 KiB |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 216.8 |
| Q1 | 1116.25 |
| median | 1946.5 |
| Q3 | 2981.25 |
| 95-th percentile | 5454.45 |
| Maximum | 23433 |
| Range | 23428 |
| Interquartile range (IQR) | 1865 |
Descriptive statistics
| Standard deviation | 1791.0948 |
|---|---|
| Coefficient of variation (CV) | 0.78831246 |
| Kurtosis | 23.640241 |
| Mean | 2272.0621 |
| Median Absolute Deviation (MAD) | 940.5 |
| Skewness | 3.0065337 |
| Sum | 2562886 |
| Variance | 3208020.7 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1665 | 3 | 0.3% |
| 1996 | 3 | 0.3% |
| 1077 | 3 | 0.3% |
| 1757 | 3 | 0.3% |
| 2011 | 3 | 0.3% |
| 1417 | 3 | 0.3% |
| 3322 | 3 | 0.3% |
| 3132 | 2 | 0.2% |
| 1662 | 2 | 0.2% |
| 3239 | 2 | 0.2% |
| Other values (997) | 1101 |
| Value | Count | Frequency (%) |
| 5 | 1 | |
| 7 | 1 | |
| 14 | 1 | |
| 15 | 1 | |
| 17 | 1 | |
| 18 | 1 | |
| 20 | 1 | |
| 32 | 1 | |
| 33 | 1 | |
| 47 | 1 |
| Value | Count | Frequency (%) |
| 23433 | 1 | |
| 18291 | 1 | |
| 11379 | 1 | |
| 9370 | 1 | |
| 8683 | 1 | |
| 8605 | 1 | |
| 8481 | 1 | |
| 8432 | 1 | |
| 8407 | 1 | |
| 8015 | 1 |
registered_voters
Real number (ℝ)
| Distinct | 1014 |
|---|---|
| Distinct (%) | 89.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2861.2828 |
| Minimum | 7 |
|---|---|
| Maximum | 28632 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 17.6 KiB |
Quantile statistics
| Minimum | 7 |
|---|---|
| 5-th percentile | 297.35 |
| Q1 | 1477.75 |
| median | 2506.5 |
| Q3 | 3760 |
| 95-th percentile | 6658.2 |
| Maximum | 28632 |
| Range | 28625 |
| Interquartile range (IQR) | 2282.25 |
Descriptive statistics
| Standard deviation | 2165.4536 |
|---|---|
| Coefficient of variation (CV) | 0.75681215 |
| Kurtosis | 28.299077 |
| Mean | 2861.2828 |
| Median Absolute Deviation (MAD) | 1140.5 |
| Skewness | 3.2659599 |
| Sum | 3227527 |
| Variance | 4689189.3 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2324 | 4 | 0.4% |
| 2880 | 3 | 0.3% |
| 1575 | 3 | 0.3% |
| 3111 | 3 | 0.3% |
| 2345 | 3 | 0.3% |
| 690 | 3 | 0.3% |
| 1409 | 3 | 0.3% |
| 3234 | 2 | 0.2% |
| 1105 | 2 | 0.2% |
| 3265 | 2 | 0.2% |
| Other values (1004) | 1100 |
| Value | Count | Frequency (%) |
| 7 | 2 | |
| 16 | 1 | |
| 21 | 1 | |
| 24 | 1 | |
| 28 | 1 | |
| 36 | 1 | |
| 39 | 1 | |
| 43 | 1 | |
| 61 | 2 | |
| 67 | 1 |
| Value | Count | Frequency (%) |
| 28632 | 1 | |
| 25157 | 1 | |
| 15015 | 1 | |
| 11117 | 1 | |
| 10990 | 1 | |
| 10113 | 1 | |
| 10104 | 1 | |
| 10102 | 1 | |
| 9605 | 1 | |
| 9418 | 1 |
all_ballot_measure_votes
Real number (ℝ)
| Distinct | 994 |
|---|---|
| Distinct (%) | 88.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2186.5363 |
| Minimum | 5 |
|---|---|
| Maximum | 21967 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 17.6 KiB |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 210.75 |
| Q1 | 1068 |
| median | 1877.5 |
| Q3 | 2875.25 |
| 95-th percentile | 5233.5 |
| Maximum | 21967 |
| Range | 21962 |
| Interquartile range (IQR) | 1807.25 |
Descriptive statistics
| Standard deviation | 1713.8334 |
|---|---|
| Coefficient of variation (CV) | 0.783812 |
| Kurtosis | 21.258566 |
| Mean | 2186.5363 |
| Median Absolute Deviation (MAD) | 906 |
| Skewness | 2.8370942 |
| Sum | 2466413 |
| Variance | 2937225 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2600 | 4 | 0.4% |
| 303 | 3 | 0.3% |
| 1518 | 3 | 0.3% |
| 1921 | 3 | 0.3% |
| 1253 | 3 | 0.3% |
| 2161 | 3 | 0.3% |
| 1224 | 3 | 0.3% |
| 1257 | 2 | 0.2% |
| 981 | 2 | 0.2% |
| 1980 | 2 | 0.2% |
| Other values (984) | 1100 |
| Value | Count | Frequency (%) |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 14 | 1 | |
| 19 | 2 | |
| 20 | 1 | |
| 27 | 1 | |
| 31 | 1 | |
| 45 | 1 | |
| 49 | 1 |
| Value | Count | Frequency (%) |
| 21967 | 1 | |
| 16964 | 1 | |
| 10503 | 1 | |
| 8767 | 1 | |
| 8443 | 1 | |
| 8290 | 1 | |
| 8249 | 1 | |
| 7970 | 1 | |
| 7944 | 1 | |
| 7609 | 1 |
total_ballots
Real number (ℝ)
| Distinct | 997 |
|---|---|
| Distinct (%) | 88.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2290.3803 |
| Minimum | 5 |
|---|---|
| Maximum | 23585 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 17.6 KiB |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 214.7 |
| Q1 | 1127.5 |
| median | 1975.5 |
| Q3 | 3003.25 |
| 95-th percentile | 5487.6 |
| Maximum | 23585 |
| Range | 23580 |
| Interquartile range (IQR) | 1875.75 |
Descriptive statistics
| Standard deviation | 1804.0974 |
|---|---|
| Coefficient of variation (CV) | 0.78768463 |
| Kurtosis | 23.613545 |
| Mean | 2290.3803 |
| Median Absolute Deviation (MAD) | 944.5 |
| Skewness | 3.0054279 |
| Sum | 2583549 |
| Variance | 3254767.4 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1310 | 3 | 0.3% |
| 1969 | 3 | 0.3% |
| 671 | 3 | 0.3% |
| 1665 | 3 | 0.3% |
| 1941 | 3 | 0.3% |
| 2704 | 3 | 0.3% |
| 2717 | 3 | 0.3% |
| 984 | 3 | 0.3% |
| 2721 | 3 | 0.3% |
| 1460 | 3 | 0.3% |
| Other values (987) | 1098 |
| Value | Count | Frequency (%) |
| 5 | 1 | |
| 7 | 1 | |
| 14 | 1 | |
| 15 | 1 | |
| 19 | 2 | |
| 20 | 1 | |
| 32 | 1 | |
| 34 | 1 | |
| 47 | 1 | |
| 55 | 1 |
| Value | Count | Frequency (%) |
| 23585 | 1 | |
| 18448 | 1 | |
| 11460 | 1 | |
| 9469 | 1 | |
| 8727 | 1 | |
| 8707 | 1 | |
| 8550 | 1 | |
| 8504 | 1 | |
| 8480 | 1 | |
| 8132 | 1 |
votes_against_ballot_measure
Real number (ℝ)
| Distinct | 845 |
|---|---|
| Distinct (%) | 74.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 871.13475 |
| Minimum | 0 |
|---|---|
| Maximum | 8868 |
| Zeros | 1 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 17.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 93.35 |
| Q1 | 385.75 |
| median | 677 |
| Q3 | 1113 |
| 95-th percentile | 2327 |
| Maximum | 8868 |
| Range | 8868 |
| Interquartile range (IQR) | 727.25 |
Descriptive statistics
| Standard deviation | 771.14583 |
|---|---|
| Coefficient of variation (CV) | 0.88521992 |
| Kurtosis | 15.19188 |
| Mean | 871.13475 |
| Median Absolute Deviation (MAD) | 343 |
| Skewness | 2.7592766 |
| Sum | 982640 |
| Variance | 594665.89 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 179 | 5 | 0.4% |
| 296 | 4 | 0.4% |
| 612 | 4 | 0.4% |
| 218 | 4 | 0.4% |
| 472 | 4 | 0.4% |
| 417 | 4 | 0.4% |
| 621 | 4 | 0.4% |
| 717 | 4 | 0.4% |
| 937 | 4 | 0.4% |
| 885 | 3 | 0.3% |
| Other values (835) | 1088 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 1 | 1 | |
| 2 | 2 | |
| 6 | 1 | |
| 9 | 1 | |
| 10 | 1 | |
| 12 | 1 | |
| 13 | 1 | |
| 15 | 1 | |
| 18 | 1 |
| Value | Count | Frequency (%) |
| 8868 | 1 | |
| 6434 | 1 | |
| 4442 | 1 | |
| 4368 | 1 | |
| 4343 | 1 | |
| 4231 | 1 | |
| 4089 | 1 | |
| 4084 | 1 | |
| 4022 | 1 | |
| 3976 | 1 |
votes_for_ballot_measure
Real number (ℝ)
| Distinct | 938 |
|---|---|
| Distinct (%) | 83.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1315.4016 |
| Minimum | 4 |
|---|---|
| Maximum | 13099 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 17.6 KiB |
Quantile statistics
| Minimum | 4 |
|---|---|
| 5-th percentile | 118.35 |
| Q1 | 607 |
| median | 1181 |
| Q3 | 1795.75 |
| 95-th percentile | 3040.85 |
| Maximum | 13099 |
| Range | 13095 |
| Interquartile range (IQR) | 1188.75 |
Descriptive statistics
| Standard deviation | 1006.4258 |
|---|---|
| Coefficient of variation (CV) | 0.76510917 |
| Kurtosis | 22.856239 |
| Mean | 1315.4016 |
| Median Absolute Deviation (MAD) | 600.5 |
| Skewness | 2.7772565 |
| Sum | 1483773 |
| Variance | 1012892.9 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1360 | 5 | 0.4% |
| 54 | 4 | 0.4% |
| 262 | 4 | 0.4% |
| 5 | 3 | 0.3% |
| 2187 | 3 | 0.3% |
| 860 | 3 | 0.3% |
| 1108 | 3 | 0.3% |
| 252 | 3 | 0.3% |
| 1077 | 3 | 0.3% |
| 1188 | 3 | 0.3% |
| Other values (928) | 1094 |
| Value | Count | Frequency (%) |
| 4 | 1 | 0.1% |
| 5 | 3 | |
| 11 | 1 | 0.1% |
| 13 | 2 | |
| 15 | 1 | 0.1% |
| 17 | 1 | 0.1% |
| 21 | 1 | 0.1% |
| 23 | 1 | 0.1% |
| 26 | 1 | 0.1% |
| 29 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 13099 | 1 | |
| 10530 | 1 | |
| 6608 | 1 | |
| 4777 | 1 | |
| 4639 | 1 | |
| 4421 | 1 | |
| 4399 | 1 | |
| 4257 | 1 | |
| 4160 | 1 | |
| 4159 | 1 |
probability_race_G
Real number (ℝ)
| Distinct | 1127 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 70.525046 |
| Minimum | 12.624398 |
|---|---|
| Maximum | 97.291262 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 17.6 KiB |
Quantile statistics
| Minimum | 12.624398 |
|---|---|
| 5-th percentile | 24.681124 |
| Q1 | 60.831845 |
| median | 76.787905 |
| Q3 | 86.103716 |
| 95-th percentile | 93.023023 |
| Maximum | 97.291262 |
| Range | 84.666864 |
| Interquartile range (IQR) | 25.271871 |
Descriptive statistics
| Standard deviation | 20.930484 |
|---|---|
| Coefficient of variation (CV) | 0.29678086 |
| Kurtosis | 0.25647807 |
| Mean | 70.525046 |
| Median Absolute Deviation (MAD) | 11.182461 |
| Skewness | -1.1028769 |
| Sum | 79552.252 |
| Variance | 438.08515 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 89.39988999 | 2 | 0.2% |
| 79.70890474 | 1 | 0.1% |
| 95.37437722 | 1 | 0.1% |
| 70.12144213 | 1 | 0.1% |
| 92.83831217 | 1 | 0.1% |
| 86.08976157 | 1 | 0.1% |
| 81.8204784 | 1 | 0.1% |
| 45.59614355 | 1 | 0.1% |
| 91.15649867 | 1 | 0.1% |
| 64.93073422 | 1 | 0.1% |
| Other values (1117) | 1117 |
| Value | Count | Frequency (%) |
| 12.62439807 | 1 | |
| 12.83978398 | 1 | |
| 12.93936414 | 1 | |
| 13.11453416 | 1 | |
| 13.28379287 | 1 | |
| 13.51158301 | 1 | |
| 13.64630468 | 1 | |
| 13.8028169 | 1 | |
| 13.98593407 | 1 | |
| 14 | 1 |
| Value | Count | Frequency (%) |
| 97.29126214 | 1 | |
| 96.88888889 | 1 | |
| 96.58990632 | 1 | |
| 95.91141869 | 1 | |
| 95.90935673 | 1 | |
| 95.87760252 | 1 | |
| 95.82106455 | 1 | |
| 95.70247934 | 1 | |
| 95.52608213 | 1 | |
| 95.37437722 | 1 |
probability_race_P
Real number (ℝ)
| Distinct | 1127 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.6393131 |
| Minimum | 0.17895772 |
|---|---|
| Maximum | 32.405448 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 17.6 KiB |
Quantile statistics
| Minimum | 0.17895772 |
|---|---|
| 5-th percentile | 1.0579849 |
| Q1 | 1.7171581 |
| median | 2.7479422 |
| Q3 | 4.6599374 |
| 95-th percentile | 9.1946897 |
| Maximum | 32.405448 |
| Range | 32.226491 |
| Interquartile range (IQR) | 2.9427793 |
Descriptive statistics
| Standard deviation | 2.8518905 |
|---|---|
| Coefficient of variation (CV) | 0.78363428 |
| Kurtosis | 13.125879 |
| Mean | 3.6393131 |
| Median Absolute Deviation (MAD) | 1.2227093 |
| Skewness | 2.616061 |
| Sum | 4105.1451 |
| Variance | 8.1332793 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1.419141914 | 2 | 0.2% |
| 3.855366612 | 1 | 0.1% |
| 1.151601423 | 1 | 0.1% |
| 1.880455408 | 1 | 0.1% |
| 1.306198656 | 1 | 0.1% |
| 2.872370266 | 1 | 0.1% |
| 3.870026849 | 1 | 0.1% |
| 4.797000536 | 1 | 0.1% |
| 1.691083452 | 1 | 0.1% |
| 6.727488621 | 1 | 0.1% |
| Other values (1117) | 1117 |
| Value | Count | Frequency (%) |
| 0.1789577188 | 1 | |
| 0.2112760835 | 1 | |
| 0.2285714286 | 1 | |
| 0.2594594595 | 1 | |
| 0.276371308 | 1 | |
| 0.3333333333 | 1 | |
| 0.3957983193 | 1 | |
| 0.4340949033 | 1 | |
| 0.436376971 | 1 | |
| 0.4446227929 | 1 |
| Value | Count | Frequency (%) |
| 32.4054484 | 1 | |
| 19.97960445 | 1 | |
| 18.54166667 | 1 | |
| 16.88769231 | 1 | |
| 16.76573321 | 1 | |
| 16.59680851 | 1 | |
| 16.55693614 | 1 | |
| 16.4782005 | 1 | |
| 15.68670592 | 1 | |
| 15.4 | 1 |
probability_race_O
Real number (ℝ)
| Distinct | 1127 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18.018978 |
| Minimum | 0.359375 |
|---|---|
| Maximum | 85.301868 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 17.6 KiB |
Quantile statistics
| Minimum | 0.359375 |
|---|---|
| 5-th percentile | 2.071845 |
| Q1 | 6.1305323 |
| median | 12.037601 |
| Q3 | 22.253565 |
| 95-th percentile | 58.407436 |
| Maximum | 85.301868 |
| Range | 84.942493 |
| Interquartile range (IQR) | 16.123032 |
Descriptive statistics
| Standard deviation | 17.333284 |
|---|---|
| Coefficient of variation (CV) | 0.96194602 |
| Kurtosis | 2.2148257 |
| Mean | 18.018978 |
| Median Absolute Deviation (MAD) | 7.1182932 |
| Skewness | 1.6478552 |
| Sum | 20325.407 |
| Variance | 300.44273 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 5.349284928 | 2 | 0.2% |
| 12.82574511 | 1 | 0.1% |
| 1.544483986 | 1 | 0.1% |
| 26.00189753 | 1 | 0.1% |
| 2.914115011 | 1 | 0.1% |
| 6.63884993 | 1 | 0.1% |
| 8.251037344 | 1 | 0.1% |
| 39.98125335 | 1 | 0.1% |
| 4.200775352 | 1 | 0.1% |
| 20.68711656 | 1 | 0.1% |
| Other values (1117) | 1117 |
| Value | Count | Frequency (%) |
| 0.359375 | 1 | |
| 0.6699029126 | 1 | |
| 0.6812933025 | 1 | |
| 0.6914393227 | 1 | |
| 0.7152542373 | 1 | |
| 0.8156370656 | 1 | |
| 0.8184263618 | 1 | |
| 0.8524822695 | 1 | |
| 0.8567543064 | 1 | |
| 0.8847884788 | 1 |
| Value | Count | Frequency (%) |
| 85.30186824 | 1 | |
| 84.98394864 | 1 | |
| 84.52621118 | 1 | |
| 81.04196495 | 1 | |
| 79.39015817 | 1 | |
| 79.021398 | 1 | |
| 77.88989716 | 1 | |
| 77.53693694 | 1 | |
| 77.33277311 | 1 | |
| 75.44514768 | 1 |
gender
Real number (ℝ)
| Distinct | 1120 |
|---|---|
| Distinct (%) | 99.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.45403753 |
| Minimum | 0.30934744 |
|---|---|
| Maximum | 0.66666667 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 17.6 KiB |
Quantile statistics
| Minimum | 0.30934744 |
|---|---|
| 5-th percentile | 0.39704392 |
| Q1 | 0.4366819 |
| median | 0.45321267 |
| Q3 | 0.47081688 |
| 95-th percentile | 0.5145685 |
| Maximum | 0.66666667 |
| Range | 0.35731922 |
| Interquartile range (IQR) | 0.034134978 |
Descriptive statistics
| Standard deviation | 0.035210042 |
|---|---|
| Coefficient of variation (CV) | 0.077548747 |
| Kurtosis | 3.7114376 |
| Mean | 0.45403753 |
| Median Absolute Deviation (MAD) | 0.017184763 |
| Skewness | 0.60267939 |
| Sum | 512.15434 |
| Variance | 0.0012397471 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.5 | 3 | 0.3% |
| 0.4833333333 | 2 | 0.2% |
| 0.4382120947 | 2 | 0.2% |
| 0.4049773756 | 2 | 0.2% |
| 0.4834983498 | 2 | 0.2% |
| 0.4820143885 | 2 | 0.2% |
| 0.4042553191 | 2 | 0.2% |
| 0.455874292 | 1 | 0.1% |
| 0.5150665732 | 1 | 0.1% |
| 0.4801219512 | 1 | 0.1% |
| Other values (1110) | 1110 |
| Value | Count | Frequency (%) |
| 0.3093474427 | 1 | |
| 0.3333333333 | 1 | |
| 0.3369489153 | 1 | |
| 0.3395061728 | 1 | |
| 0.347826087 | 1 | |
| 0.3536201469 | 1 | |
| 0.3560732113 | 1 | |
| 0.356223176 | 1 | |
| 0.3644859813 | 1 | |
| 0.3652571429 | 1 |
| Value | Count | Frequency (%) |
| 0.6666666667 | 1 | |
| 0.6619047619 | 1 | |
| 0.60844185 | 1 | |
| 0.578026592 | 1 | |
| 0.5759493671 | 1 | |
| 0.5729278794 | 1 | |
| 0.5729094679 | 1 | |
| 0.5700123916 | 1 | |
| 0.5665733707 | 1 | |
| 0.5659670165 | 1 |
age
Real number (ℝ)
| Distinct | 1126 |
|---|---|
| Distinct (%) | 99.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 50.801735 |
| Minimum | 21.342016 |
|---|---|
| Maximum | 80.626814 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 17.6 KiB |
Quantile statistics
| Minimum | 21.342016 |
|---|---|
| 5-th percentile | 41.189509 |
| Q1 | 46.281344 |
| median | 49.498018 |
| Q3 | 54.354916 |
| 95-th percentile | 64.116548 |
| Maximum | 80.626814 |
| Range | 59.284798 |
| Interquartile range (IQR) | 8.0735714 |
Descriptive statistics
| Standard deviation | 7.2783514 |
|---|---|
| Coefficient of variation (CV) | 0.14326974 |
| Kurtosis | 2.0872523 |
| Mean | 50.801735 |
| Median Absolute Deviation (MAD) | 3.8837296 |
| Skewness | 0.90915637 |
| Sum | 57304.357 |
| Variance | 52.9744 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 54.83388339 | 2 | 0.2% |
| 47.33333333 | 2 | 0.2% |
| 63.56126402 | 1 | 0.1% |
| 75.6341637 | 1 | 0.1% |
| 50.64136622 | 1 | 0.1% |
| 63.43764003 | 1 | 0.1% |
| 55.21793973 | 1 | 0.1% |
| 54.86243902 | 1 | 0.1% |
| 47.66041778 | 1 | 0.1% |
| 49.78677142 | 1 | 0.1% |
| Other values (1116) | 1116 |
| Value | Count | Frequency (%) |
| 21.34201586 | 1 | |
| 22.07744565 | 1 | |
| 29.71181658 | 1 | |
| 31.50817499 | 1 | |
| 32.05602782 | 1 | |
| 33.42409902 | 1 | |
| 33.58656873 | 1 | |
| 35.72340798 | 1 | |
| 36.49327628 | 1 | |
| 36.64036885 | 1 |
| Value | Count | Frequency (%) |
| 80.6268141 | 1 | |
| 77.99778024 | 1 | |
| 76.35649123 | 1 | |
| 76.27991603 | 1 | |
| 76.06119951 | 1 | |
| 75.99611046 | 1 | |
| 75.95130238 | 1 | |
| 75.77476341 | 1 | |
| 75.73183857 | 1 | |
| 75.6341637 | 1 |
partisan_score
Real number (ℝ)
| Distinct | 1127 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 49.048325 |
| Minimum | 6.2921348 |
|---|---|
| Maximum | 93.587279 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 17.6 KiB |
Quantile statistics
| Minimum | 6.2921348 |
|---|---|
| 5-th percentile | 21.569819 |
| Q1 | 32.948083 |
| median | 45.058737 |
| Q3 | 64.387111 |
| 95-th percentile | 86.623578 |
| Maximum | 93.587279 |
| Range | 87.295144 |
| Interquartile range (IQR) | 31.439028 |
Descriptive statistics
| Standard deviation | 20.44723 |
|---|---|
| Coefficient of variation (CV) | 0.41687926 |
| Kurtosis | -0.83748597 |
| Mean | 49.048325 |
| Median Absolute Deviation (MAD) | 14.063133 |
| Skewness | 0.45702476 |
| Sum | 55326.511 |
| Variance | 418.0892 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 39.85533553 | 2 | 0.2% |
| 34.38150923 | 1 | 0.1% |
| 24.63914591 | 1 | 0.1% |
| 43.11385199 | 1 | 0.1% |
| 20.1351755 | 1 | 0.1% |
| 51.7379117 | 1 | 0.1% |
| 35.65036585 | 1 | 0.1% |
| 80.77343332 | 1 | 0.1% |
| 21.93863405 | 1 | 0.1% |
| 71.70320538 | 1 | 0.1% |
| Other values (1117) | 1117 |
| Value | Count | Frequency (%) |
| 6.292134831 | 1 | |
| 7.333333333 | 1 | |
| 7.713508613 | 1 | |
| 10.88815789 | 1 | |
| 12.24271845 | 1 | |
| 13.7389581 | 1 | |
| 13.90104167 | 1 | |
| 14.21307506 | 1 | |
| 14.37736666 | 1 | |
| 16.02948403 | 1 |
| Value | Count | Frequency (%) |
| 93.58727929 | 1 | |
| 92.02262443 | 1 | |
| 91.77406593 | 1 | |
| 91.54828151 | 1 | |
| 91.19945504 | 1 | |
| 91.13586687 | 1 | |
| 91.02459954 | 1 | |
| 90.68150346 | 1 | |
| 90.5210643 | 1 | |
| 90.21242775 | 1 |
turnout_score
Real number (ℝ)
| Distinct | 1127 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 68.150673 |
| Minimum | 35.555027 |
|---|---|
| Maximum | 87.277936 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 17.6 KiB |
Quantile statistics
| Minimum | 35.555027 |
|---|---|
| 5-th percentile | 52.548055 |
| Q1 | 61.31977 |
| median | 68.842787 |
| Q3 | 74.991062 |
| 95-th percentile | 82.158818 |
| Maximum | 87.277936 |
| Range | 51.722909 |
| Interquartile range (IQR) | 13.671293 |
Descriptive statistics
| Standard deviation | 9.200536 |
|---|---|
| Coefficient of variation (CV) | 0.13500286 |
| Kurtosis | -0.40288584 |
| Mean | 68.150673 |
| Median Absolute Deviation (MAD) | 6.8599412 |
| Skewness | -0.30620058 |
| Sum | 76873.959 |
| Variance | 84.649864 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 76.54235424 | 2 | 0.2% |
| 76.06285401 | 1 | 0.1% |
| 85.2455516 | 1 | 0.1% |
| 64.39658444 | 1 | 0.1% |
| 78.48581031 | 1 | 0.1% |
| 78.43377715 | 1 | 0.1% |
| 76.94987805 | 1 | 0.1% |
| 55.7557579 | 1 | 0.1% |
| 78.59204893 | 1 | 0.1% |
| 65.47190344 | 1 | 0.1% |
| Other values (1117) | 1117 |
| Value | Count | Frequency (%) |
| 35.55502717 | 1 | |
| 36.64479638 | 1 | |
| 38.3744204 | 1 | |
| 38.453125 | 1 | |
| 43.3902439 | 1 | |
| 44.05452128 | 1 | |
| 44.53061224 | 1 | |
| 44.74691358 | 1 | |
| 46.90666667 | 1 | |
| 46.93772727 | 1 |
| Value | Count | Frequency (%) |
| 87.2779358 | 1 | |
| 87.2348378 | 1 | |
| 87.07242152 | 1 | |
| 85.80122549 | 1 | |
| 85.2455516 | 1 | |
| 85.24386097 | 1 | |
| 85.24225865 | 1 | |
| 85.21291209 | 1 | |
| 85.17746777 | 1 | |
| 84.97796818 | 1 |
probability_highest_education_high_school
Real number (ℝ)
| Distinct | 1127 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 52.341526 |
| Minimum | 26.084028 |
|---|---|
| Maximum | 87.490151 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 17.6 KiB |
Quantile statistics
| Minimum | 26.084028 |
|---|---|
| 5-th percentile | 30.621544 |
| Q1 | 41.322887 |
| median | 52.345843 |
| Q3 | 63.576175 |
| 95-th percentile | 73.497219 |
| Maximum | 87.490151 |
| Range | 61.406122 |
| Interquartile range (IQR) | 22.253288 |
Descriptive statistics
| Standard deviation | 13.539658 |
|---|---|
| Coefficient of variation (CV) | 0.25867908 |
| Kurtosis | -1.0559641 |
| Mean | 52.341526 |
| Median Absolute Deviation (MAD) | 11.137528 |
| Skewness | -0.0036096338 |
| Sum | 59041.241 |
| Variance | 183.32234 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 33.9534626 | 2 | 0.2% |
| 39.92916436 | 1 | 0.1% |
| 43.57815846 | 1 | 0.1% |
| 59.83938815 | 1 | 0.1% |
| 54.66679189 | 1 | 0.1% |
| 32.58695652 | 1 | 0.1% |
| 38.28273664 | 1 | 0.1% |
| 60.14339623 | 1 | 0.1% |
| 53.73111658 | 1 | 0.1% |
| 43.47628537 | 1 | 0.1% |
| Other values (1117) | 1117 |
| Value | Count | Frequency (%) |
| 26.08402822 | 1 | |
| 26.29037801 | 1 | |
| 26.4338697 | 1 | |
| 27.16449561 | 1 | |
| 27.16666667 | 1 | |
| 27.37171629 | 1 | |
| 27.45857988 | 1 | |
| 27.46582278 | 1 | |
| 27.53857622 | 1 | |
| 27.5403752 | 1 |
| Value | Count | Frequency (%) |
| 87.49015064 | 1 | |
| 85.03598616 | 1 | |
| 79.04618474 | 1 | |
| 78.32919255 | 1 | |
| 78.25890279 | 1 | |
| 77.49498069 | 1 | |
| 77.45218543 | 1 | |
| 77.43097643 | 1 | |
| 76.72222222 | 1 | |
| 76.67856419 | 1 |
support_tax_on_wealthy_score
Real number (ℝ)
| Distinct | 1127 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 65.338044 |
| Minimum | 42.637566 |
|---|---|
| Maximum | 80.92 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 17.6 KiB |
Quantile statistics
| Minimum | 42.637566 |
|---|---|
| 5-th percentile | 51.967778 |
| Q1 | 59.548306 |
| median | 65.965242 |
| Q3 | 72.054278 |
| 95-th percentile | 76.15939 |
| Maximum | 80.92 |
| Range | 38.282434 |
| Interquartile range (IQR) | 12.505972 |
Descriptive statistics
| Standard deviation | 7.7709851 |
|---|---|
| Coefficient of variation (CV) | 0.11893507 |
| Kurtosis | -0.70445384 |
| Mean | 65.338044 |
| Median Absolute Deviation (MAD) | 6.2316879 |
| Skewness | -0.34691481 |
| Sum | 73701.313 |
| Variance | 60.38821 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 59.35298622 | 2 | 0.2% |
| 58.25897436 | 1 | 0.1% |
| 54.91348089 | 1 | 0.1% |
| 68.49473684 | 1 | 0.1% |
| 54.9424693 | 1 | 0.1% |
| 64.83962264 | 1 | 0.1% |
| 59.71761851 | 1 | 0.1% |
| 75.13302752 | 1 | 0.1% |
| 55.97645697 | 1 | 0.1% |
| 74.52766532 | 1 | 0.1% |
| Other values (1117) | 1117 |
| Value | Count | Frequency (%) |
| 42.63756614 | 1 | |
| 43.77981172 | 1 | |
| 43.8356525 | 1 | |
| 45.4950495 | 1 | |
| 45.62985685 | 1 | |
| 45.89181287 | 1 | |
| 45.90598841 | 1 | |
| 45.95423497 | 1 | |
| 46.11520737 | 1 | |
| 46.24668705 | 1 |
| Value | Count | Frequency (%) |
| 80.92 | 1 | |
| 80.65811966 | 1 | |
| 79.82758621 | 1 | |
| 79.82055749 | 1 | |
| 79.40029112 | 1 | |
| 79.26666667 | 1 | |
| 78.97310127 | 1 | |
| 78.86900958 | 1 | |
| 78.69061758 | 1 | |
| 78.56091954 | 1 |
support_progressive_taxation_score
Real number (ℝ)
| Distinct | 1127 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 51.656213 |
| Minimum | 16.777778 |
|---|---|
| Maximum | 84.023923 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 17.6 KiB |
Quantile statistics
| Minimum | 16.777778 |
|---|---|
| 5-th percentile | 31.71687 |
| Q1 | 40.937106 |
| median | 50.041017 |
| Q3 | 61.866178 |
| 95-th percentile | 76.351955 |
| Maximum | 84.023923 |
| Range | 67.246146 |
| Interquartile range (IQR) | 20.929072 |
Descriptive statistics
| Standard deviation | 13.860495 |
|---|---|
| Coefficient of variation (CV) | 0.26832193 |
| Kurtosis | -0.7834505 |
| Mean | 51.656213 |
| Median Absolute Deviation (MAD) | 10.046668 |
| Skewness | 0.28995887 |
| Sum | 58268.208 |
| Variance | 192.11332 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 46.47700831 | 2 | 0.2% |
| 42.67644346 | 1 | 0.1% |
| 31.73804425 | 1 | 0.1% |
| 48.19120459 | 1 | 0.1% |
| 30.86288505 | 1 | 0.1% |
| 55.76227209 | 1 | 0.1% |
| 41.41368318 | 1 | 0.1% |
| 73.96010782 | 1 | 0.1% |
| 34.31342365 | 1 | 0.1% |
| 69.40793145 | 1 | 0.1% |
| Other values (1117) | 1117 |
| Value | Count | Frequency (%) |
| 16.77777778 | 1 | |
| 19.88888889 | 1 | |
| 20.10227273 | 1 | |
| 22.75496689 | 1 | |
| 24.08312958 | 1 | |
| 24.38690476 | 1 | |
| 24.92094862 | 1 | |
| 25.46048898 | 1 | |
| 25.4791901 | 1 | |
| 26.9721223 | 1 |
| Value | Count | Frequency (%) |
| 84.02392344 | 1 | |
| 83.22314675 | 1 | |
| 82.99650757 | 1 | |
| 82.65798046 | 1 | |
| 82.44084137 | 1 | |
| 82.02605863 | 1 | |
| 81.92650334 | 1 | |
| 81.88498623 | 1 | |
| 81.80501931 | 1 | |
| 81.74236253 | 1 |
support_cannabis_legalization_score
Real number (ℝ)
| Distinct | 1127 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 58.991299 |
| Minimum | 31.988636 |
|---|---|
| Maximum | 84.714203 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 17.6 KiB |
Quantile statistics
| Minimum | 31.988636 |
|---|---|
| 5-th percentile | 44.239306 |
| Q1 | 52.84646 |
| median | 58.98082 |
| Q3 | 64.581477 |
| 95-th percentile | 75.242356 |
| Maximum | 84.714203 |
| Range | 52.725566 |
| Interquartile range (IQR) | 11.735017 |
Descriptive statistics
| Standard deviation | 9.0845683 |
|---|---|
| Coefficient of variation (CV) | 0.15399844 |
| Kurtosis | -0.1452161 |
| Mean | 58.991299 |
| Median Absolute Deviation (MAD) | 5.8934364 |
| Skewness | 0.085139629 |
| Sum | 66542.186 |
| Variance | 82.529381 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 57.92631579 | 2 | 0.2% |
| 56.21176905 | 1 | 0.1% |
| 38.69379015 | 1 | 0.1% |
| 54.49139579 | 1 | 0.1% |
| 46.88617581 | 1 | 0.1% |
| 63.70056101 | 1 | 0.1% |
| 54.15228053 | 1 | 0.1% |
| 67.9509434 | 1 | 0.1% |
| 44.3452381 | 1 | 0.1% |
| 72.53746513 | 1 | 0.1% |
| Other values (1117) | 1117 |
| Value | Count | Frequency (%) |
| 31.98863636 | 1 | |
| 35.33333333 | 1 | |
| 36.26624294 | 1 | |
| 36.67428571 | 1 | |
| 36.78472222 | 1 | |
| 37.46283255 | 1 | |
| 37.66648045 | 1 | |
| 38.08707865 | 1 | |
| 38.14269275 | 1 | |
| 38.46232439 | 1 |
| Value | Count | Frequency (%) |
| 84.71420256 | 1 | |
| 84.45417515 | 1 | |
| 83.11043689 | 1 | |
| 82.0104712 | 1 | |
| 81.30115274 | 1 | |
| 81.30027548 | 1 | |
| 80.94402421 | 1 | |
| 80.68146718 | 1 | |
| 80.23311897 | 1 | |
| 80.10069444 | 1 |
probability_income_over_100k
Real number (ℝ)
| Distinct | 1127 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 46.268795 |
| Minimum | 20.029652 |
|---|---|
| Maximum | 86.166667 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 17.6 KiB |
Quantile statistics
| Minimum | 20.029652 |
|---|---|
| 5-th percentile | 23.90223 |
| Q1 | 33.602087 |
| median | 43.953836 |
| Q3 | 58.297176 |
| 95-th percentile | 73.600355 |
| Maximum | 86.166667 |
| Range | 66.137015 |
| Interquartile range (IQR) | 24.695088 |
Descriptive statistics
| Standard deviation | 15.48042 |
|---|---|
| Coefficient of variation (CV) | 0.33457582 |
| Kurtosis | -0.91906744 |
| Mean | 46.268795 |
| Median Absolute Deviation (MAD) | 12.022771 |
| Skewness | 0.35194515 |
| Sum | 52191.201 |
| Variance | 239.64341 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 63.91135734 | 2 | 0.2% |
| 65.16454529 | 1 | 0.1% |
| 53.57887223 | 1 | 0.1% |
| 37.54302103 | 1 | 0.1% |
| 44.65815177 | 1 | 0.1% |
| 63.05399719 | 1 | 0.1% |
| 65.18305542 | 1 | 0.1% |
| 28.01725067 | 1 | 0.1% |
| 46.0907225 | 1 | 0.1% |
| 47.2574731 | 1 | 0.1% |
| Other values (1117) | 1117 |
| Value | Count | Frequency (%) |
| 20.02965159 | 1 | |
| 20.20534224 | 1 | |
| 20.49708455 | 1 | |
| 20.65140845 | 1 | |
| 21.07883817 | 1 | |
| 21.39846006 | 1 | |
| 21.44175824 | 1 | |
| 21.49272727 | 1 | |
| 21.5 | 1 | |
| 21.51724138 | 1 |
| Value | Count | Frequency (%) |
| 86.16666667 | 1 | |
| 79.3396488 | 1 | |
| 78.84413085 | 1 | |
| 78.81965318 | 1 | |
| 78.6984127 | 1 | |
| 78.47639887 | 1 | |
| 78.46116323 | 1 | |
| 78.4405416 | 1 | |
| 78.04937898 | 1 | |
| 77.97250204 | 1 |
probability_children_in_household
Real number (ℝ)
| Distinct | 1127 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 45.835081 |
| Minimum | 14.758333 |
|---|---|
| Maximum | 66.056437 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 17.6 KiB |
Quantile statistics
| Minimum | 14.758333 |
|---|---|
| 5-th percentile | 30.908109 |
| Q1 | 41.486681 |
| median | 46.772254 |
| Q3 | 50.875261 |
| 95-th percentile | 58.832069 |
| Maximum | 66.056437 |
| Range | 51.298104 |
| Interquartile range (IQR) | 9.3885796 |
Descriptive statistics
| Standard deviation | 8.5638989 |
|---|---|
| Coefficient of variation (CV) | 0.18684158 |
| Kurtosis | 1.7405104 |
| Mean | 45.835081 |
| Median Absolute Deviation (MAD) | 4.5826913 |
| Skewness | -0.86479614 |
| Sum | 51701.972 |
| Variance | 73.340364 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 41.81939058 | 2 | 0.2% |
| 53.11178749 | 1 | 0.1% |
| 16.70235546 | 1 | 0.1% |
| 48.01147228 | 1 | 0.1% |
| 30.55522164 | 1 | 0.1% |
| 37.20687237 | 1 | 0.1% |
| 48.14995096 | 1 | 0.1% |
| 41.27385445 | 1 | 0.1% |
| 31.0365353 | 1 | 0.1% |
| 46.61139896 | 1 | 0.1% |
| Other values (1117) | 1117 |
| Value | Count | Frequency (%) |
| 14.75833333 | 1 | |
| 15.16359164 | 1 | |
| 15.87374302 | 1 | |
| 15.97965571 | 1 | |
| 16.15183616 | 1 | |
| 16.59303666 | 1 | |
| 16.60884277 | 1 | |
| 16.70235546 | 1 | |
| 16.86833333 | 1 | |
| 17.38596491 | 1 |
| Value | Count | Frequency (%) |
| 66.05643739 | 1 | |
| 65.54511949 | 1 | |
| 65.00319244 | 1 | |
| 64.92408377 | 1 | |
| 64.36871345 | 1 | |
| 63.55739194 | 1 | |
| 63.54777476 | 1 | |
| 63.26254682 | 1 | |
| 63.00212057 | 1 | |
| 62.96654719 | 1 |
support_trump_score
Real number (ℝ)
| Distinct | 1127 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 52.028615 |
| Minimum | 21.089395 |
|---|---|
| Maximum | 93.102273 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 17.6 KiB |
Quantile statistics
| Minimum | 21.089395 |
|---|---|
| 5-th percentile | 28.694191 |
| Q1 | 40.879822 |
| median | 52.721322 |
| Q3 | 62.803955 |
| 95-th percentile | 75.314984 |
| Maximum | 93.102273 |
| Range | 72.012877 |
| Interquartile range (IQR) | 21.924133 |
Descriptive statistics
| Standard deviation | 14.410655 |
|---|---|
| Coefficient of variation (CV) | 0.27697555 |
| Kurtosis | -0.77404884 |
| Mean | 52.028615 |
| Median Absolute Deviation (MAD) | 10.91673 |
| Skewness | 0.037715843 |
| Sum | 58688.278 |
| Variance | 207.66696 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 53.0132964 | 2 | 0.2% |
| 59.02822357 | 1 | 0.1% |
| 72.94575303 | 1 | 0.1% |
| 59.03059273 | 1 | 0.1% |
| 71.58527423 | 1 | 0.1% |
| 42.4740533 | 1 | 0.1% |
| 56.6102256 | 1 | 0.1% |
| 31.0425876 | 1 | 0.1% |
| 72.95197044 | 1 | 0.1% |
| 30.35571941 | 1 | 0.1% |
| Other values (1117) | 1117 |
| Value | Count | Frequency (%) |
| 21.08939527 | 1 | |
| 21.92020064 | 1 | |
| 21.95616171 | 1 | |
| 22.74872123 | 1 | |
| 23.52843483 | 1 | |
| 23.54673591 | 1 | |
| 23.5854251 | 1 | |
| 23.93156843 | 1 | |
| 23.94935972 | 1 | |
| 24.02316602 | 1 |
| Value | Count | Frequency (%) |
| 93.10227273 | 1 | |
| 89.38351031 | 1 | |
| 86.9205298 | 1 | |
| 84.8754386 | 1 | |
| 84.823401 | 1 | |
| 84.67074165 | 1 | |
| 84.66666667 | 1 | |
| 83.62135922 | 1 | |
| 82.74603175 | 1 | |
| 82.6773399 | 1 |
| votes_for_candidate_I | votes_for_candidate_U | population | votes_for_president | registered_voters | all_ballot_measure_votes | total_ballots | votes_against_ballot_measure | votes_for_ballot_measure | probability_race_G | probability_race_P | probability_race_O | gender | age | partisan_score | turnout_score | probability_highest_education_high_school | support_tax_on_wealthy_score | support_progressive_taxation_score | support_cannabis_legalization_score | probability_income_over_100k | probability_children_in_household | support_trump_score | county | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| votes_for_candidate_I | 1.000 | 0.641 | 0.918 | 0.907 | 0.920 | 0.904 | 0.908 | 0.760 | 0.944 | -0.050 | 0.265 | 0.119 | 0.041 | -0.312 | 0.184 | 0.103 | -0.446 | 0.095 | 0.227 | 0.196 | 0.391 | 0.190 | -0.289 | 0.225 |
| votes_for_candidate_U | 0.641 | 1.000 | 0.824 | 0.893 | 0.843 | 0.897 | 0.893 | 0.949 | 0.818 | 0.430 | 0.000 | -0.210 | 0.199 | 0.112 | -0.521 | 0.424 | -0.476 | -0.504 | -0.485 | -0.432 | 0.581 | 0.153 | 0.437 | 0.220 |
| population | 0.918 | 0.824 | 1.000 | 0.971 | 0.995 | 0.969 | 0.971 | 0.886 | 0.965 | 0.039 | 0.253 | 0.093 | 0.018 | -0.259 | -0.064 | 0.074 | -0.342 | -0.078 | -0.025 | -0.022 | 0.374 | 0.256 | -0.012 | 0.268 |
| votes_for_president | 0.907 | 0.893 | 0.971 | 1.000 | 0.982 | 1.000 | 1.000 | 0.939 | 0.978 | 0.195 | 0.156 | -0.047 | 0.112 | -0.124 | -0.176 | 0.272 | -0.489 | -0.210 | -0.130 | -0.120 | 0.517 | 0.191 | 0.072 | 0.234 |
| registered_voters | 0.920 | 0.843 | 0.995 | 0.982 | 1.000 | 0.981 | 0.983 | 0.909 | 0.969 | 0.068 | 0.218 | 0.064 | 0.053 | -0.221 | -0.088 | 0.126 | -0.371 | -0.108 | -0.050 | -0.054 | 0.404 | 0.246 | 0.010 | 0.234 |
| all_ballot_measure_votes | 0.904 | 0.897 | 0.969 | 1.000 | 0.981 | 1.000 | 1.000 | 0.941 | 0.977 | 0.202 | 0.155 | -0.052 | 0.110 | -0.122 | -0.184 | 0.278 | -0.493 | -0.218 | -0.139 | -0.124 | 0.525 | 0.195 | 0.079 | 0.239 |
| total_ballots | 0.908 | 0.893 | 0.971 | 1.000 | 0.983 | 1.000 | 1.000 | 0.939 | 0.978 | 0.193 | 0.156 | -0.046 | 0.112 | -0.124 | -0.174 | 0.271 | -0.487 | -0.208 | -0.129 | -0.120 | 0.515 | 0.190 | 0.071 | 0.228 |
| votes_against_ballot_measure | 0.760 | 0.949 | 0.886 | 0.939 | 0.909 | 0.941 | 0.939 | 1.000 | 0.855 | 0.301 | 0.019 | -0.174 | 0.214 | 0.046 | -0.356 | 0.376 | -0.455 | -0.407 | -0.326 | -0.322 | 0.539 | 0.168 | 0.276 | 0.216 |
| votes_for_ballot_measure | 0.944 | 0.818 | 0.965 | 0.978 | 0.969 | 0.977 | 0.978 | 0.855 | 1.000 | 0.121 | 0.234 | 0.038 | 0.046 | -0.225 | -0.061 | 0.196 | -0.487 | -0.083 | -0.010 | 0.009 | 0.486 | 0.216 | -0.051 | 0.232 |
| probability_race_G | -0.050 | 0.430 | 0.039 | 0.195 | 0.068 | 0.202 | 0.193 | 0.301 | 0.121 | 1.000 | -0.467 | -0.750 | 0.320 | 0.658 | -0.787 | 0.798 | -0.522 | -0.771 | -0.748 | -0.682 | 0.570 | -0.414 | 0.682 | 0.200 |
| probability_race_P | 0.265 | 0.000 | 0.253 | 0.156 | 0.218 | 0.155 | 0.156 | 0.019 | 0.234 | -0.467 | 1.000 | 0.354 | -0.403 | -0.562 | 0.316 | -0.444 | 0.074 | 0.402 | 0.345 | 0.431 | -0.070 | 0.415 | -0.314 | 0.152 |
| probability_race_O | 0.119 | -0.210 | 0.093 | -0.047 | 0.064 | -0.052 | -0.046 | -0.174 | 0.038 | -0.750 | 0.354 | 1.000 | -0.161 | -0.568 | 0.547 | -0.620 | 0.358 | 0.610 | 0.494 | 0.392 | -0.387 | 0.323 | -0.448 | 0.244 |
| gender | 0.041 | 0.199 | 0.018 | 0.112 | 0.053 | 0.110 | 0.112 | 0.214 | 0.046 | 0.320 | -0.403 | -0.161 | 1.000 | 0.489 | -0.143 | 0.427 | -0.262 | -0.193 | -0.137 | -0.328 | 0.202 | -0.414 | 0.134 | 0.119 |
| age | -0.312 | 0.112 | -0.259 | -0.124 | -0.221 | -0.122 | -0.124 | 0.046 | -0.225 | 0.658 | -0.562 | -0.568 | 0.489 | 1.000 | -0.553 | 0.611 | -0.099 | -0.511 | -0.569 | -0.643 | 0.092 | -0.753 | 0.564 | 0.183 |
| partisan_score | 0.184 | -0.521 | -0.064 | -0.176 | -0.088 | -0.184 | -0.174 | -0.356 | -0.061 | -0.787 | 0.316 | 0.547 | -0.143 | -0.553 | 1.000 | -0.583 | 0.254 | 0.880 | 0.977 | 0.866 | -0.440 | 0.126 | -0.959 | 0.243 |
| turnout_score | 0.103 | 0.424 | 0.074 | 0.272 | 0.126 | 0.278 | 0.271 | 0.376 | 0.196 | 0.798 | -0.444 | -0.620 | 0.427 | 0.611 | -0.583 | 1.000 | -0.738 | -0.709 | -0.561 | -0.548 | 0.748 | -0.326 | 0.448 | 0.160 |
| probability_highest_education_high_school | -0.446 | -0.476 | -0.342 | -0.489 | -0.371 | -0.493 | -0.487 | -0.455 | -0.487 | -0.522 | 0.074 | 0.358 | -0.262 | -0.099 | 0.254 | -0.738 | 1.000 | 0.454 | 0.192 | 0.136 | -0.938 | -0.005 | -0.048 | 0.288 |
| support_tax_on_wealthy_score | 0.095 | -0.504 | -0.078 | -0.210 | -0.108 | -0.218 | -0.208 | -0.407 | -0.083 | -0.771 | 0.402 | 0.610 | -0.193 | -0.511 | 0.880 | -0.709 | 0.454 | 1.000 | 0.871 | 0.782 | -0.626 | 0.073 | -0.803 | 0.131 |
| support_progressive_taxation_score | 0.227 | -0.485 | -0.025 | -0.130 | -0.050 | -0.139 | -0.129 | -0.326 | -0.010 | -0.748 | 0.345 | 0.494 | -0.137 | -0.569 | 0.977 | -0.561 | 0.192 | 0.871 | 1.000 | 0.882 | -0.391 | 0.127 | -0.962 | 0.251 |
| support_cannabis_legalization_score | 0.196 | -0.432 | -0.022 | -0.120 | -0.054 | -0.124 | -0.120 | -0.322 | 0.009 | -0.682 | 0.431 | 0.392 | -0.328 | -0.643 | 0.866 | -0.548 | 0.136 | 0.782 | 0.882 | 1.000 | -0.301 | 0.284 | -0.883 | 0.283 |
| probability_income_over_100k | 0.391 | 0.581 | 0.374 | 0.517 | 0.404 | 0.525 | 0.515 | 0.539 | 0.486 | 0.570 | -0.070 | -0.387 | 0.202 | 0.092 | -0.440 | 0.748 | -0.938 | -0.626 | -0.391 | -0.301 | 1.000 | 0.142 | 0.256 | 0.247 |
| probability_children_in_household | 0.190 | 0.153 | 0.256 | 0.191 | 0.246 | 0.195 | 0.190 | 0.168 | 0.216 | -0.414 | 0.415 | 0.323 | -0.414 | -0.753 | 0.126 | -0.326 | -0.005 | 0.073 | 0.127 | 0.284 | 0.142 | 1.000 | -0.130 | 0.201 |
| support_trump_score | -0.289 | 0.437 | -0.012 | 0.072 | 0.010 | 0.079 | 0.071 | 0.276 | -0.051 | 0.682 | -0.314 | -0.448 | 0.134 | 0.564 | -0.959 | 0.448 | -0.048 | -0.803 | -0.962 | -0.883 | 0.256 | -0.130 | 1.000 | 0.271 |
| county | 0.225 | 0.220 | 0.268 | 0.234 | 0.234 | 0.239 | 0.228 | 0.216 | 0.232 | 0.200 | 0.152 | 0.244 | 0.119 | 0.183 | 0.243 | 0.160 | 0.288 | 0.131 | 0.251 | 0.283 | 0.247 | 0.201 | 0.271 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
| votes_for_candidate_I | votes_for_candidate_U | county | precinct | population | votes_for_president | registered_voters | all_ballot_measure_votes | total_ballots | votes_against_ballot_measure | votes_for_ballot_measure | probability_race_G | probability_race_P | probability_race_O | gender | age | partisan_score | turnout_score | probability_highest_education_high_school | support_tax_on_wealthy_score | support_progressive_taxation_score | support_cannabis_legalization_score | probability_income_over_100k | probability_children_in_household | support_trump_score | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1286.0 | 2974.0 | county__2 | precinct__3 | 5164 | 4313.0 | 4747.0 | 4023.0 | 4361.0 | 2216.0 | 1807.0 | 91.156499 | 1.691083 | 4.200775 | 0.477472 | 63.561264 | 21.938634 | 78.592049 | 53.731117 | 55.976457 | 34.313424 | 44.345238 | 46.090722 | 31.036535 | 72.951970 |
| 1 | 728.0 | 1120.0 | county__1 | precinct__4 | 2643 | 1892.0 | 2351.0 | 1839.0 | 1899.0 | 861.0 | 978.0 | 84.077289 | 2.732858 | 10.195799 | 0.444752 | 47.596040 | 32.411089 | 68.274059 | 49.705671 | 57.882520 | 42.741214 | 52.722045 | 56.876597 | 50.431310 | 62.975240 |
| 2 | 1287.0 | 480.0 | county__1 | precinct__5 | 2856 | 1804.0 | 2531.0 | 1739.0 | 1824.0 | 500.0 | 1239.0 | 48.287514 | 4.092997 | 42.726565 | 0.432382 | 43.297888 | 75.243794 | 61.761023 | 57.511940 | 74.655914 | 70.426119 | 65.340299 | 38.193284 | 47.649254 | 33.022761 |
| 3 | 1837.0 | 1833.0 | county__3 | precinct__7 | 4368 | 3702.0 | 4052.0 | 3523.0 | 3744.0 | 1767.0 | 1756.0 | 88.092311 | 2.100024 | 6.024825 | 0.496023 | 59.873946 | 37.205351 | 80.856833 | 32.111842 | 56.776208 | 46.614035 | 51.286306 | 65.203704 | 36.979288 | 58.613304 |
| 4 | 169.0 | 409.0 | county__1 | precinct__8 | 701 | 584.0 | 670.0 | 576.0 | 586.0 | 277.0 | 299.0 | 89.515556 | 2.314074 | 4.277037 | 0.456296 | 56.327407 | 25.051852 | 79.994074 | 36.917665 | 52.930894 | 32.429641 | 48.583832 | 71.869760 | 42.889222 | 67.326347 |
| 5 | 416.0 | 65.0 | county__4 | precinct__9 | 809 | 487.0 | 748.0 | 468.0 | 497.0 | 254.0 | 214.0 | 46.133965 | 12.548038 | 3.400541 | 0.412385 | 48.716359 | 87.877470 | 56.919631 | 76.560484 | 75.466165 | 78.767473 | 79.467742 | 22.123656 | 44.954301 | 28.510753 |
| 6 | 1201.0 | 1313.0 | county__1 | precinct__11 | 3995 | 2559.0 | 3560.0 | 2493.0 | 2579.0 | 887.0 | 1606.0 | 62.021338 | 6.013962 | 29.169652 | 0.446814 | 45.081359 | 46.591627 | 63.322538 | 55.466969 | 69.739068 | 51.956580 | 59.900373 | 46.789824 | 55.240011 | 55.113213 |
| 7 | 1532.0 | 921.0 | county__3 | precinct__13 | 3742 | 2501.0 | 3368.0 | 2300.0 | 2527.0 | 684.0 | 1616.0 | 61.319358 | 4.665729 | 28.937254 | 0.444288 | 48.124367 | 62.179797 | 63.529826 | 53.324830 | 74.225835 | 63.179138 | 60.652494 | 33.770125 | 44.645692 | 42.091837 |
| 8 | 566.0 | 174.0 | county__6 | precinct__15 | 1179 | 757.0 | 1093.0 | 726.0 | 763.0 | 416.0 | 310.0 | 43.105066 | 10.195122 | 3.878049 | 0.440994 | 48.330967 | 84.761313 | 64.128660 | 68.173717 | 71.122016 | 78.866787 | 75.674167 | 25.153015 | 51.080108 | 29.402340 |
| 9 | 1394.0 | 1589.0 | county__1 | precinct__16 | 3981 | 3048.0 | 3763.0 | 2981.0 | 3064.0 | 1205.0 | 1776.0 | 79.345046 | 3.258653 | 11.253633 | 0.454425 | 48.506209 | 40.362748 | 72.059181 | 41.101330 | 61.051282 | 45.343351 | 58.820745 | 62.244149 | 53.206649 | 54.245745 |
| votes_for_candidate_I | votes_for_candidate_U | county | precinct | population | votes_for_president | registered_voters | all_ballot_measure_votes | total_ballots | votes_against_ballot_measure | votes_for_ballot_measure | probability_race_G | probability_race_P | probability_race_O | gender | age | partisan_score | turnout_score | probability_highest_education_high_school | support_tax_on_wealthy_score | support_progressive_taxation_score | support_cannabis_legalization_score | probability_income_over_100k | probability_children_in_household | support_trump_score | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1118 | 1629.0 | 222.0 | county__1 | precinct__1469 | 3291 | 1879.0 | 3135.0 | 1723.0 | 1905.0 | 541.0 | 1182.0 | 16.326073 | 1.145099 | 65.401666 | 0.516656 | 47.654388 | 90.212044 | 58.179052 | 57.437359 | 76.015718 | 81.180998 | 65.006441 | 32.548148 | 47.731079 | 32.572303 |
| 1119 | 777.0 | 217.0 | county__1 | precinct__1470 | 2052 | 1002.0 | 1700.0 | 953.0 | 1013.0 | 271.0 | 682.0 | 44.743299 | 9.225773 | 39.048969 | 0.398148 | 47.220679 | 78.505144 | 52.837963 | 58.607273 | 71.043321 | 66.188571 | 67.209870 | 36.848831 | 43.075325 | 32.718961 |
| 1120 | 2036.0 | 1495.0 | county__1 | precinct__1471 | 6022 | 3592.0 | 5106.0 | 3440.0 | 3630.0 | 1255.0 | 2185.0 | 60.269043 | 6.501922 | 27.399371 | 0.442466 | 48.246901 | 60.276934 | 60.076480 | 61.596760 | 73.304786 | 56.956154 | 62.206022 | 37.622997 | 45.501497 | 48.021130 |
| 1121 | 1113.0 | 1629.0 | county__1 | precinct__1472 | 3266 | 2769.0 | 3008.0 | 2710.0 | 2783.0 | 1377.0 | 1333.0 | 92.759110 | 1.364076 | 2.256046 | 0.479691 | 59.699871 | 28.968085 | 81.684397 | 33.216629 | 50.946862 | 37.507308 | 49.198766 | 72.289055 | 35.910036 | 63.249107 |
| 1122 | 488.0 | 274.0 | county__1 | precinct__1473 | 1682 | 780.0 | 1340.0 | 755.0 | 790.0 | 224.0 | 531.0 | 61.510638 | 5.944305 | 27.417397 | 0.398374 | 44.854909 | 60.033146 | 51.919325 | 57.028463 | 72.869515 | 60.109424 | 62.542062 | 38.374447 | 47.756483 | 39.669197 |
| 1123 | 2994.0 | 6217.0 | county__2 | precinct__1474 | 12439 | 9370.0 | 11117.0 | 8767.0 | 9469.0 | 4368.0 | 4399.0 | 84.289523 | 1.748646 | 11.000169 | 0.475768 | 54.122642 | 25.007951 | 70.586230 | 58.331821 | 61.784727 | 38.815512 | 49.641127 | 41.292526 | 44.314699 | 71.362983 |
| 1124 | 1251.0 | 1420.0 | county__1 | precinct__1477 | 3239 | 2690.0 | 3033.0 | 2614.0 | 2706.0 | 1156.0 | 1458.0 | 90.777633 | 1.608583 | 3.128414 | 0.476268 | 52.807867 | 34.640442 | 79.354681 | 29.967026 | 52.993978 | 42.804767 | 56.289585 | 76.584721 | 46.170748 | 56.223310 |
| 1125 | 974.0 | 580.0 | county__3 | precinct__1478 | 2000 | 1577.0 | 1808.0 | 1512.0 | 1595.0 | 498.0 | 1014.0 | 82.026716 | 1.812991 | 11.088004 | 0.471451 | 52.132006 | 54.520691 | 74.426401 | 36.945148 | 66.666392 | 59.790084 | 63.369198 | 55.543776 | 38.498945 | 40.279536 |
| 1126 | 1686.0 | 655.0 | county__1 | precinct__1480 | 3692 | 2383.0 | 3018.0 | 2316.0 | 2396.0 | 525.0 | 1791.0 | 63.579082 | 7.019379 | 21.638928 | 0.415148 | 41.308371 | 67.619021 | 60.667995 | 46.541667 | 73.418933 | 66.281609 | 69.795115 | 44.737931 | 47.355747 | 32.483046 |
| 1127 | 865.0 | 273.0 | county__1 | precinct__1482 | 2359 | 1158.0 | 2019.0 | 1106.0 | 1168.0 | 369.0 | 737.0 | 33.737360 | 4.872483 | 58.139150 | 0.454139 | 40.186577 | 82.185235 | 51.572260 | 70.762314 | 74.176887 | 68.390420 | 65.698147 | 30.592408 | 50.214641 | 42.653412 |